Human-Led 'CARE Loop' Framework Unlocks Local LLM Potential

The CARE Loop framework solves the 'context contamination' trap by integrating human oversight with a structured 'reincarnation' cycle. It demonstrates that curated context and human-led blueprints allow local LLMs to rival expensive cloud APIs in complex software development.